Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-25 0.165111 0.181213 0.198798 0.219536 0.243460 0.270363 0.303143
2025-06-01 0.135979 0.157397 0.182665 0.215111 0.256320 0.307842 0.378684
2025-06-08 0.119255 0.143297 0.173277 0.214306 0.270495 0.347180 0.464471
2025-06-15 0.108499 0.134218 0.167725 0.216027 0.286537 0.390537 0.566312
2025-06-22 0.096441 0.121669 0.155535 0.206168 0.283565 0.404555 0.625743
2025-06-29 0.087562 0.112306 0.146376 0.198942 0.282636 0.420576 0.692244
2025-07-06 0.080859 0.105232 0.139559 0.194053 0.284148 0.440291 0.771303
2025-07-13 0.077982 0.103224 0.139732 0.199695 0.303491 0.495112 0.942641
2025-07-20 0.075831 0.102016 0.140866 0.206841 0.326439 0.562208 1.174530
2025-07-27 0.073721 0.100647 0.141541 0.213180 0.348894 0.634340 1.462740
2025-08-03 0.071524 0.098940 0.141465 0.218117 0.369443 0.708336 1.810758
2025-08-10 0.068325 0.095441 0.138166 0.216854 0.377217 0.754668 2.105770
2025-08-17 0.063793 0.089662 0.130832 0.207713 0.367670 0.756844 2.245625
2025-08-24 0.060555 0.085774 0.126423 0.203680 0.368773 0.788344 2.546646
2025-08-31 0.058173 0.083117 0.123892 0.202949 0.377142 0.843097 3.029346
2025-09-07 0.056379 0.081294 0.122642 0.204546 0.391165 0.919990 3.762145
2025-09-14 0.053046 0.076760 0.116343 0.195412 0.377972 0.907474 3.922171
2025-09-21 0.050329 0.073125 0.111435 0.188709 0.369918 0.910224 4.212127
2025-09-28 0.048127 0.070254 0.107727 0.184169 0.366698 0.929022 4.678901
2025-10-05 0.047487 0.069975 0.108661 0.189408 0.389567 1.050543 6.432879
2025-10-12 0.047053 0.070016 0.110170 0.196036 0.417649 1.208650 9.490920
2025-10-19 0.046523 0.069855 0.111280 0.201911 0.445079 1.383315 14.503460
2025-10-26 0.045846 0.069397 0.111788 0.206482 0.469874 1.565522 22.809130